
Apply Anthropic Skill Best Practices
Structure, tighten, and validate agent skills against Anthropic’s authoring rules before you ship them to Claude Code or Cursor.
Overview
Apply Anthropic Skill Best Practices is an agent skill most often used in Build (also Ship review) that teaches Anthropic’s official patterns for concise, testable SKILL.md packages.
Install
npx skills add https://github.com/neolabhq/context-engineering-kit --skill apply-anthropic-skill-best-practicesWhat is this skill?
- Explains metadata-only startup cost versus on-demand SKILL.md and extra file loading
- Model-specific testing checklist for Claude Haiku, Sonnet, and Opus
- Emphasizes concise structure so loaded tokens do not crowd conversation context
- Frames good skills as discoverable, well-structured, and validated with real usage
- Optional argument-hint for reviewing a named skill or path
- Documents explicit testing considerations for 3 Claude tiers: Haiku, Sonnet, and Opus
- States that only skill metadata is pre-loaded at startup before SKILL.md is read on relevance
Adoption & trust: 524 installs on skills.sh; 1.1k GitHub stars; 3/3 security scanners passed (skills.sh audits).
What problem does it solve?
Your agent skill works in one-off chats but feels bloated, inconsistent across models, or hard for Claude to load at the right time.
Who is it for?
Maintainers shipping multi-file skills who want official structure and model-matrix testing before publishing to a team or marketplace.
Skip if: Builders who only need a one-shot prompt with no reusable SKILL.md, or tasks unrelated to skill packaging.
When should I use this skill?
Complex skills requiring detailed structure; optional skill name or path being reviewed.
What do I get? / Deliverables
You leave with authoring decisions aligned to Anthropic guidance and a clearer skill structure ready for real-task validation on every model you plan to use.
- Authoring decisions aligned to Anthropic skill structure
- Model-specific testing notes for chosen Claude variants
Recommended Skills
Journey fit
Spans multiple journey phases - primary shelf plus alternate fits below.
Skill packages are built and iterated in the agent-tooling lane; this guide is the canonical reference while authoring SKILL.md and supporting files. Applies directly while creating or refactoring skills—metadata, progressive disclosure, and model-specific testing—not while running app features.
Where it fits
Refactor a sprawling SKILL.md into layered files after Claude loads the whole bundle too early.
Pre-release pass on name, description, and examples before listing the skill in an internal catalog.
Tune an existing skill when users report Opus over-explaining or Haiku missing steps.
How it compares
Use as a structured authoring standard instead of copying random SKILL.md templates from forum posts.
Common Questions / FAQ
Who is apply-anthropic-skill-best-practices for?
Solo and indie builders authoring or reviewing agent skills for Claude-family models who want Anthropic-aligned structure, metadata, and testing discipline.
When should I use apply-anthropic-skill-best-practices?
During Build when drafting complex skills, during Ship when reviewing a skill before release, and whenever you change descriptions or file layout and need to re-test on Haiku, Sonnet, and Opus.
Is apply-anthropic-skill-best-practices safe to install?
Treat it as documentation-style procedural knowledge; review the Security Audits panel on this Prism page before installing any skill from the repo.
SKILL.md
READMESKILL.md - Apply Anthropic Skill Best Practices
# Anthropic's official skill authoring best practices Apply Anthropic's official skill authoring best practices to your skill. Good Skills are concise, well-structured, and tested with real usage. This guide provides practical authoring decisions to help you write Skills that Claude can discover and use effectively. ## Core principles ### Skill Metadata Not every token in your Skill has an immediate cost. At startup, only the metadata (name and description) from all Skills is pre-loaded. Claude reads SKILL.md only when the Skill becomes relevant, and reads additional files only as needed. However, being concise in SKILL.md still matters: once Claude loads it, every token competes with conversation history and other context. ### Test with all models you plan to use Skills act as additions to models, so effectiveness depends on the underlying model. Test your Skill with all the models you plan to use it with. **Testing considerations by model**: - **Claude Haiku** (fast, economical): Does the Skill provide enough guidance? - **Claude Sonnet** (balanced): Is the Skill clear and efficient? - **Claude Opus** (powerful reasoning): Does the Skill avoid over-explaining? What works perfectly for Opus might need more detail for Haiku. If you plan to use your Skill across multiple models, aim for instructions that work well with all of them. ## Skill structure <Note> **YAML Frontmatter**: The SKILL.md frontmatter supports two fields: - `name` - Human-readable name of the Skill (64 characters maximum) - `description` - One-line description of what the Skill does and when to use it (1024 characters maximum) For complete Skill structure details, see the [Skills overview](docs.claude.com/en/docs/agents-and-tools/agent-skills/overview#skill-structure). </Note> ### Naming conventions Use consistent naming patterns to make Skills easier to reference and discuss. We recommend using **gerund form** (verb + -ing) for Skill names, as this clearly describes the activity or capability the Skill provides. **Good naming examples (gerund form)**: - "Processing PDFs" - "Analyzing spreadsheets" - "Managing databases" - "Testing code" - "Writing documentation" **Acceptable alternatives**: - Noun phrases: "PDF Processing", "Spreadsheet Analysis" - Action-oriented: "Process PDFs", "Analyze Spreadsheets" **Avoid**: - Vague names: "Helper", "Utils", "Tools" - Overly generic: "Documents", "Data", "Files" - Inconsistent patterns within your skill collection Consistent naming makes it easier to: - Reference Skills in documentation and conversations - Understand what a Skill does at a glance - Organize and search through multiple Skills - Maintain a professional, cohesive skill library ### Writing effective descriptions The `description` field enables Skill discovery and should include both what the Skill does and when to use it. <Warning> **Always write in third person**. The description is injected into the system prompt, and inconsistent point-of-view can cause discovery problems. - **Good:** "Processes Excel files and generates reports" - **Avoid:** "I can help you process Excel files" - **Avoid:** "You can use this to process Excel files" </Warning> **Be specific and include key terms**. Include both what the Skill does and specific triggers/contexts for when to use it. Each Skill has exactly one description field. The description is critical for skill selection: Claude uses it to choose the right Skill from potentially 100+ available Skills. Your description must provide enough detail for Claude to know when to select this Skill, while the rest of SKILL.md provides the implementation details. Effective examples: **PDF Processing skill:** ```yaml theme